janis's Projects
Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.
Things
PyTorch Implementation of CausalFormer: An Interpretable Transformer for Temporal Causal Discovery
Causal Graphical Models in Python
Ocaml & Python project euler submissions
FPGA repo for projects
HDR Imaging on FPGA project for the FPGA lab at Ecole Polytechnique
GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference
HIL-based Augmented ICS (HAI) Security Dataset
Repository for the paper "Hierarchical Causal Models", Weinstein and Blei, 2024.
personal website
mechanics simulations
Code for the research paper Meta-learning with hierarchical models based on similarity of causal mechanisms
Some ocaml fancy things i do